Generally there is no security advantage to the Etherent hardware transmission standards. BUT, using fiber carries some inherent improvement in security. You can easily do a hardware tap into a wired network with a clip on amplifier without breaking into the cable. Fiber is more difficult to handle, you have to cut into it nad then make a good splice.
Not worth the added cost of fiber unless you are doing classified work.